8/ (There's also the matter of applying some non-linear transformation to the weights prior to sampling because attention is finite and diffuse attention often precludes robust social signal detection — that's why attention-hijacking works so well for agenda setting.)
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9/ Anyways, that objective function? It's well-characterized by ideology, the cognitive tool every one of us uses (whether we admit it or not) to navigate our socio-political information environment. It's a tool for judgment.
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10/ Paul Graham's objective function as venture capitalist with a near religious following is probably quite different than yours and mind. That's not me saying he's wrong generally, but his beliefs are subject to very different selective pressures than mine and most yours.
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11/ Given OPs use of 'neutral' and the previous posts which mistakenly conflated evolving language with "a dramatic shift to the left," it seems like his prescribed objective function demands, i) an unbiased sample for attention allocation; ii) identity-less presentation.
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12/ The former I want desperately. (And am slowly working on.) But, it's a remarkably challenging socio-technical problem where good solutions are mostly less wrong ones with lots of uncertainty. (E.g. descriptive representation w.r.t. one trait isn't going to get the job done.)
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13/ The latter — identity-less presentation — is something I increasingly think *everyone* gets wrong.
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14/ PG drew some pretty bad inferences because social cognition — being faster and more integrated — caused him to process certain words as identities and out-groups, coloring his downstream perceptions and resulting quality of deliberation.
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15/ And guess what? The same mechanisms cause you to make similar mistakes, as they do for me. And, that *is* a problem because identity cues are so terribly reliable now that careful deliberation affords little boosting.
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16/ Polarization begets segmentation; segmentation begs polarization. The set of shared beliefs vanishes rapidly. Perception of ideological bias becomes omnipresent.
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Replying to @generativist
The key question is: does this using this heuristic provide gain; make me more right than if I didn't? And that's about context. If nobody else is using it, even a biased heuristic is often a good shortcut. If everyone else is, it just increases your bias.
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(Figured you'd appreciate this line of thought.)
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